On the interpretability of the SVM model for predicting infant mortality in Bangladesh

• Hoofdauteurs: Md Abu Sayeed (Auteur), Azizur Rahman (Auteur), Atikur Rahman (Auteur), Rumana Rois (Auteur)
• Formaat: Boek
• Gepubliceerd in: BMC, 2024-10-01T00:00:00Z.
• Onderwerpen: article
• Online toegang: Connect to this object online.

Abstract Background Although machine learning (ML) models are well-liked for their outperformance in prediction, greatly avoided due to the lack of intuition and explanation of their predictions. Interpretable ML is, therefore, an emerging research field that combines the performance and interpretab...